Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 2938 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 528.0 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 2 |
Variable descriptions
| files | Files in the filesystem |
|---|---|
| datec | Creation date |
| datem | Modification date |
Country has a high cardinality: 193 distinct values | High cardinality |
Adult_Mortality is highly overall correlated with HIV/AIDS and 2 other fields | High correlation |
Alcohol is highly overall correlated with Education and 1 other fields | High correlation |
BMI is highly overall correlated with Education and 6 other fields | High correlation |
Diphtheria is highly overall correlated with Education and 4 other fields | High correlation |
Education is highly overall correlated with Alcohol and 12 other fields | High correlation |
GDP is highly overall correlated with Education and 3 other fields | High correlation |
HepB is highly overall correlated with Diphtheria and 1 other fields | High correlation |
HIV/AIDS is highly overall correlated with Adult_Mortality and 5 other fields | High correlation |
Income_Composition is highly overall correlated with Adult_Mortality and 12 other fields | High correlation |
Infant_Deaths is highly overall correlated with Education and 4 other fields | High correlation |
Life_Expectancy is highly overall correlated with Adult_Mortality and 12 other fields | High correlation |
lt5_Deaths is highly overall correlated with BMI and 6 other fields | High correlation |
Measles is highly overall correlated with Infant_Deaths and 1 other fields | High correlation |
Percent_Expenditure is highly overall correlated with GDP | High correlation |
Polio is highly overall correlated with Diphtheria and 4 other fields | High correlation |
Thinness_1-19y is highly overall correlated with BMI and 4 other fields | High correlation |
Thinness_5-9y is highly overall correlated with BMI and 4 other fields | High correlation |
Dev_Status is highly overall correlated with Alcohol and 3 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
Income_Composition has 133 (4.5%) zeros | Zeros |
Infant_Deaths has 848 (28.9%) zeros | Zeros |
lt5_Deaths has 785 (26.7%) zeros | Zeros |
Measles has 983 (33.5%) zeros | Zeros |
Percent_Expenditure has 611 (20.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-06 05:11:09.685218 |
|---|---|
| Analysis finished | 2023-01-06 05:11:59.663583 |
| Duration | 49.98 seconds |
| Software version | pandas-profiling vdev |
| Download configuration | config.json |
Adult_Mortality
Real number (ℝ)
| Distinct | 425 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.81654 |
| Minimum | 1 |
|---|---|
| Maximum | 723 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 74 |
| median | 144 |
| Q3 | 228 |
| 95-th percentile | 411 |
| Maximum | 723 |
| Range | 722 |
| Interquartile range (IQR) | 154 |
Descriptive statistics
| Standard deviation | 124.43375 |
|---|---|
| Coefficient of variation (CV) | 0.75498337 |
| Kurtosis | 1.7264088 |
| Mean | 164.81654 |
| Median Absolute Deviation (MAD) | 76 |
| Skewness | 1.1701818 |
| Sum | 484231 |
| Variance | 15483.758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 34 | 1.2% |
| 14 | 30 | 1.0% |
| 16 | 29 | 1.0% |
| 138 | 25 | 0.9% |
| 11 | 25 | 0.9% |
| 19 | 24 | 0.8% |
| 144 | 22 | 0.7% |
| 13 | 21 | 0.7% |
| 17 | 21 | 0.7% |
| 15 | 21 | 0.7% |
| Other values (415) | 2686 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 8 | 0.3% |
| 3 | 6 | 0.2% |
| 4 | 4 | 0.1% |
| 5 | 2 | 0.1% |
| 6 | 13 | |
| 7 | 16 | |
| 8 | 14 | |
| 9 | 12 | |
| 11 | 25 |
| Value | Count | Frequency (%) |
| 723 | 1 | |
| 717 | 1 | |
| 715 | 1 | |
| 699 | 1 | |
| 693 | 1 | |
| 686 | 1 | |
| 682 | 1 | |
| 679 | 1 | |
| 675 | 1 | |
| 666 | 1 |
Alcohol
Real number (ℝ)
| Distinct | 1076 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6072703 |
| Minimum | 0.01 |
|---|---|
| Maximum | 17.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.88 |
| median | 3.765 |
| Q3 | 7.665 |
| 95-th percentile | 11.963 |
| Maximum | 17.87 |
| Range | 17.86 |
| Interquartile range (IQR) | 6.785 |
Descriptive statistics
| Standard deviation | 4.044785 |
|---|---|
| Coefficient of variation (CV) | 0.87791354 |
| Kurtosis | -0.80317058 |
| Mean | 4.6072703 |
| Median Absolute Deviation (MAD) | 3.265 |
| Skewness | 0.58626679 |
| Sum | 13536.16 |
| Variance | 16.360285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 302 | 10.3% |
| 7.3 | 21 | 0.7% |
| 0.03 | 16 | 0.5% |
| 0.02 | 14 | 0.5% |
| 0.04 | 13 | 0.4% |
| 0.09 | 13 | 0.4% |
| 1.18 | 11 | 0.4% |
| 0.06 | 11 | 0.4% |
| 0.49 | 10 | 0.3% |
| 0.17 | 10 | 0.3% |
| Other values (1066) | 2517 |
| Value | Count | Frequency (%) |
| 0.01 | 302 | |
| 0.02 | 14 | 0.5% |
| 0.03 | 16 | 0.5% |
| 0.04 | 13 | 0.4% |
| 0.05 | 10 | 0.3% |
| 0.06 | 11 | 0.4% |
| 0.07 | 5 | 0.2% |
| 0.08 | 10 | 0.3% |
| 0.09 | 13 | 0.4% |
| 0.1 | 8 | 0.3% |
| Value | Count | Frequency (%) |
| 17.87 | 1 | |
| 17.31 | 1 | |
| 16.99 | 1 | |
| 16.58 | 1 | |
| 16.35 | 1 | |
| 15.52 | 1 | |
| 15.19 | 1 | |
| 15.14 | 1 | |
| 15.07 | 1 | |
| 15.04 | 2 |
BMI
Real number (ℝ)
| Distinct | 608 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.02015 |
| Minimum | 1 |
|---|---|
| Maximum | 87.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.785 |
| Q1 | 19 |
| median | 43 |
| Q3 | 56.1 |
| 95-th percentile | 64.715 |
| Maximum | 87.3 |
| Range | 86.3 |
| Interquartile range (IQR) | 37.1 |
Descriptive statistics
| Standard deviation | 20.175077 |
|---|---|
| Coefficient of variation (CV) | 0.53064169 |
| Kurtosis | -1.3096342 |
| Mean | 38.02015 |
| Median Absolute Deviation (MAD) | 16.6 |
| Skewness | -0.20244667 |
| Sum | 111703.2 |
| Variance | 407.03372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.1 | 22 | 0.7% |
| 4.1 | 20 | 0.7% |
| 58.5 | 18 | 0.6% |
| 55.8 | 16 | 0.5% |
| 57 | 16 | 0.5% |
| 54.2 | 15 | 0.5% |
| 59.9 | 15 | 0.5% |
| 59.3 | 14 | 0.5% |
| 52.8 | 13 | 0.4% |
| 59.4 | 13 | 0.4% |
| Other values (598) | 2776 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.4 | 2 | 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.1 | 11 | |
| 2.2 | 9 | |
| 2.3 | 6 | |
| 2.4 | 5 | |
| 2.5 | 8 |
| Value | Count | Frequency (%) |
| 87.3 | 1 | |
| 83.3 | 1 | |
| 82.8 | 1 | |
| 81.6 | 1 | |
| 79.3 | 1 | |
| 77.6 | 1 | |
| 77.3 | 1 | |
| 77.1 | 1 | |
| 76.7 | 1 | |
| 76.2 | 1 |
Country
Categorical
| Distinct | 193 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.1 KiB |
| Afghanistan | 16 |
|---|---|
| Peru | 16 |
| Nicaragua | 16 |
| Niger | 16 |
| Nigeria | 16 |
| Other values (188) |
Length
| Max length | 52 |
|---|---|
| Median length | 34 |
| Mean length | 10.041184 |
| Min length | 4 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 16 | 0.5% |
| Peru | 16 | 0.5% |
| Nicaragua | 16 | 0.5% |
| Niger | 16 | 0.5% |
| Nigeria | 16 | 0.5% |
| Norway | 16 | 0.5% |
| Oman | 16 | 0.5% |
| Pakistan | 16 | 0.5% |
| Panama | 16 | 0.5% |
| Papua New Guinea | 16 | 0.5% |
| Other values (183) | 2778 |
Length
Dev_Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.1 KiB |
| Developing | |
|---|---|
| Developed |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.8257318 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Developing |
|---|---|
| 2nd row | Developing |
| 3rd row | Developing |
| 4th row | Developing |
| 5th row | Developing |
Common Values
| Value | Count | Frequency (%) |
| Developing | 2426 | |
| Developed | 512 | 17.4% |
Length
Common Values (Plot)
Diphtheria
Real number (ℝ)
| Distinct | 81 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.075221 |
| Minimum | 2 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 78 |
| median | 93 |
| Q3 | 97 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 97 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 23.917022 |
|---|---|
| Coefficient of variation (CV) | 0.29140369 |
| Kurtosis | 3.3990882 |
| Mean | 82.075221 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -2.0395318 |
| Sum | 241137 |
| Variance | 572.02396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 350 | 11.9% |
| 98 | 254 | 8.6% |
| 97 | 205 | 7.0% |
| 96 | 201 | 6.8% |
| 95 | 200 | 6.8% |
| 94 | 149 | 5.1% |
| 93 | 120 | 4.1% |
| 92 | 100 | 3.4% |
| 91 | 91 | 3.1% |
| 89 | 76 | 2.6% |
| Other values (71) | 1192 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 4 | 0.1% |
| 4 | 12 | 0.4% |
| 5 | 10 | 0.3% |
| 6 | 16 | 0.5% |
| 7 | 21 | 0.7% |
| 8 | 39 | |
| 9 | 73 | |
| 16 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 350 | |
| 98 | 254 | |
| 97 | 205 | |
| 96 | 201 | |
| 95 | 200 | |
| 94 | 149 | |
| 93 | 120 | 4.1% |
| 92 | 100 | 3.4% |
| 91 | 91 | 3.1% |
| 89 | 76 | 2.6% |
Education
Real number (ℝ)
| Distinct | 173 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.935671 |
| Minimum | 0 |
|---|---|
| Maximum | 20.7 |
| Zeros | 29 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.6 |
| Q1 | 10.1 |
| median | 12.3 |
| Q3 | 14.1 |
| 95-th percentile | 16.8 |
| Maximum | 20.7 |
| Range | 20.7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.3402021 |
|---|---|
| Coefficient of variation (CV) | 0.27985039 |
| Kurtosis | 0.92799932 |
| Mean | 11.935671 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.62118269 |
| Sum | 35067 |
| Variance | 11.15695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.5 | 97 | 3.3% |
| 11.8 | 81 | 2.8% |
| 13 | 64 | 2.2% |
| 12.9 | 58 | 2.0% |
| 13.3 | 52 | 1.8% |
| 12.8 | 46 | 1.6% |
| 12.3 | 44 | 1.5% |
| 12.6 | 43 | 1.5% |
| 12.4 | 42 | 1.4% |
| 11.9 | 41 | 1.4% |
| Other values (163) | 2370 |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 2.8 | 1 | < 0.1% |
| 2.9 | 4 | 0.1% |
| 3 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.5 | 3 | 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.7 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 20.7 | 1 | < 0.1% |
| 20.6 | 1 | < 0.1% |
| 20.5 | 1 | < 0.1% |
| 20.4 | 3 | |
| 20.3 | 4 | |
| 20.1 | 2 | |
| 19.8 | 1 | < 0.1% |
| 19.7 | 1 | < 0.1% |
| 19.5 | 3 | |
| 19.3 | 2 |
GDP
Real number (ℝ)
| Distinct | 2490 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7475.5936 |
| Minimum | 1.68135 |
|---|---|
| Maximum | 119172.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 1.68135 |
|---|---|
| 5-th percentile | 63.223863 |
| Q1 | 456.76653 |
| median | 1680.8349 |
| Q3 | 6454.0616 |
| 95-th percentile | 37813.234 |
| Maximum | 119172.74 |
| Range | 119171.06 |
| Interquartile range (IQR) | 5997.2951 |
Descriptive statistics
| Standard deviation | 13728.462 |
|---|---|
| Coefficient of variation (CV) | 1.8364377 |
| Kurtosis | 12.33742 |
| Mean | 7475.5936 |
| Median Absolute Deviation (MAD) | 1544.8364 |
| Skewness | 3.1366648 |
| Sum | 21963294 |
| Variance | 1.8847067 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1469.849149 | 49 | 1.7% |
| 14672.8826 | 49 | 1.7% |
| 3371.26869 | 49 | 1.7% |
| 216.172747 | 34 | 1.2% |
| 29986.2915 | 33 | 1.1% |
| 18389.38433 | 33 | 1.1% |
| 672.92113 | 18 | 0.6% |
| 375.8528566 | 18 | 0.6% |
| 4116.46693 | 17 | 0.6% |
| 78.92744 | 17 | 0.6% |
| Other values (2480) | 2621 |
| Value | Count | Frequency (%) |
| 1.68135 | 1 | |
| 3.685949 | 1 | |
| 4.6135745 | 1 | |
| 5.6687264 | 1 | |
| 8.376432 | 1 | |
| 11.147277 | 1 | |
| 11.33678 | 1 | |
| 11.553196 | 1 | |
| 11.631377 | 1 | |
| 12.1789279 | 1 |
| Value | Count | Frequency (%) |
| 119172.7418 | 1 | |
| 115761.577 | 1 | |
| 114293.8433 | 1 | |
| 113751.85 | 1 | |
| 89739.7117 | 1 | |
| 88564.82298 | 1 | |
| 87998.44468 | 1 | |
| 87646.75346 | 1 | |
| 86852.7119 | 1 | |
| 85948.746 | 1 |
HepB
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.683799 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 66 |
| median | 89 |
| Q3 | 96 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 28.851806 |
|---|---|
| Coefficient of variation (CV) | 0.38121509 |
| Kurtosis | 0.5971042 |
| Mean | 75.683799 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.377775 |
| Sum | 222359 |
| Variance | 832.42671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 256 | 8.7% |
| 98 | 243 | 8.3% |
| 96 | 171 | 5.8% |
| 95 | 162 | 5.5% |
| 97 | 155 | 5.3% |
| 93 | 133 | 4.5% |
| 94 | 128 | 4.4% |
| 92 | 108 | 3.7% |
| 89 | 80 | 2.7% |
| 91 | 75 | 2.6% |
| Other values (77) | 1427 |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.1% |
| 2 | 32 | |
| 4 | 6 | 0.2% |
| 5 | 19 | 0.6% |
| 6 | 21 | 0.7% |
| 7 | 43 | |
| 8 | 59 | |
| 9 | 75 | |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 256 | |
| 98 | 243 | |
| 97 | 155 | |
| 96 | 171 | |
| 95 | 162 | |
| 94 | 128 | |
| 93 | 133 | |
| 92 | 108 | |
| 91 | 75 | 2.6% |
| 89 | 80 | 2.7% |
HIV/AIDS
Real number (ℝ)
| Distinct | 200 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7421035 |
| Minimum | 0.1 |
|---|---|
| Maximum | 50.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.1 |
| Q3 | 0.8 |
| 95-th percentile | 8.515 |
| Maximum | 50.6 |
| Range | 50.5 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 5.0777845 |
|---|---|
| Coefficient of variation (CV) | 2.9147434 |
| Kurtosis | 34.892008 |
| Mean | 1.7421035 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.396112 |
| Sum | 5118.3 |
| Variance | 25.783896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 1781 | |
| 0.2 | 124 | 4.2% |
| 0.3 | 115 | 3.9% |
| 0.4 | 69 | 2.3% |
| 0.5 | 42 | 1.4% |
| 0.6 | 35 | 1.2% |
| 0.9 | 32 | 1.1% |
| 0.8 | 32 | 1.1% |
| 0.7 | 29 | 1.0% |
| 1.5 | 21 | 0.7% |
| Other values (190) | 658 | 22.4% |
| Value | Count | Frequency (%) |
| 0.1 | 1781 | |
| 0.2 | 124 | 4.2% |
| 0.3 | 115 | 3.9% |
| 0.4 | 69 | 2.3% |
| 0.5 | 42 | 1.4% |
| 0.6 | 35 | 1.2% |
| 0.7 | 29 | 1.0% |
| 0.8 | 32 | 1.1% |
| 0.9 | 32 | 1.1% |
| 1 | 12 | 0.4% |
| Value | Count | Frequency (%) |
| 50.6 | 1 | |
| 50.3 | 1 | |
| 49.9 | 1 | |
| 49.1 | 1 | |
| 48.8 | 1 | |
| 46.4 | 1 | |
| 43.7 | 1 | |
| 43.5 | 1 | |
| 42.1 | 1 | |
| 40.7 | 1 |
Income_Composition
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 625 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63141763 |
| Minimum | 0 |
|---|---|
| Maximum | 0.948 |
| Zeros | 133 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.268 |
| Q1 | 0.494 |
| median | 0.684 |
| Q3 | 0.791 |
| 95-th percentile | 0.89 |
| Maximum | 0.948 |
| Range | 0.948 |
| Interquartile range (IQR) | 0.297 |
Descriptive statistics
| Standard deviation | 0.21092014 |
|---|---|
| Coefficient of variation (CV) | 0.33404221 |
| Kurtosis | 1.3725658 |
| Mean | 0.63141763 |
| Median Absolute Deviation (MAD) | 0.124 |
| Skewness | -1.1672968 |
| Sum | 1855.105 |
| Variance | 0.044487305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 133 | 4.5% |
| 0.798 | 56 | 1.9% |
| 0.791 | 55 | 1.9% |
| 0.808 | 37 | 1.3% |
| 0.455 | 21 | 0.7% |
| 0.268 | 19 | 0.6% |
| 0.7 | 17 | 0.6% |
| 0.739 | 13 | 0.4% |
| 0.714 | 12 | 0.4% |
| 0.636 | 12 | 0.4% |
| Other values (615) | 2563 |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.253 | 1 | < 0.1% |
| 0.255 | 1 | < 0.1% |
| 0.261 | 1 | < 0.1% |
| 0.266 | 1 | < 0.1% |
| 0.268 | 19 | 0.6% |
| 0.27 | 1 | < 0.1% |
| 0.276 | 1 | < 0.1% |
| 0.278 | 1 | < 0.1% |
| 0.279 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.948 | 1 | < 0.1% |
| 0.945 | 1 | < 0.1% |
| 0.942 | 1 | < 0.1% |
| 0.941 | 1 | < 0.1% |
| 0.939 | 1 | < 0.1% |
| 0.938 | 1 | < 0.1% |
| 0.937 | 1 | < 0.1% |
| 0.936 | 5 | |
| 0.934 | 2 | 0.1% |
| 0.933 | 1 | < 0.1% |
Infant_Deaths
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 209 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.303948 |
| Minimum | 0 |
|---|---|
| Maximum | 1800 |
| Zeros | 848 |
| Zeros (%) | 28.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 22 |
| 95-th percentile | 94.15 |
| Maximum | 1800 |
| Range | 1800 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 117.9265 |
|---|---|
| Coefficient of variation (CV) | 3.8914567 |
| Kurtosis | 116.04276 |
| Mean | 30.303948 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 9.786963 |
| Sum | 89033 |
| Variance | 13906.66 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 342 | 11.6% |
| 2 | 203 | 6.9% |
| 3 | 175 | 6.0% |
| 4 | 96 | 3.3% |
| 8 | 57 | 1.9% |
| 7 | 53 | 1.8% |
| 9 | 48 | 1.6% |
| 10 | 48 | 1.6% |
| 6 | 46 | 1.6% |
| Other values (199) | 1022 |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 342 | |
| 2 | 203 | 6.9% |
| 3 | 175 | 6.0% |
| 4 | 96 | 3.3% |
| 5 | 44 | 1.5% |
| 6 | 46 | 1.6% |
| 7 | 53 | 1.8% |
| 8 | 57 | 1.9% |
| 9 | 48 | 1.6% |
| Value | Count | Frequency (%) |
| 1800 | 2 | |
| 1700 | 2 | |
| 1600 | 1 | |
| 1500 | 2 | |
| 1400 | 1 | |
| 1300 | 2 | |
| 1200 | 1 | |
| 1100 | 2 | |
| 1000 | 1 | |
| 957 | 1 |
Life_Expectancy
Real number (ℝ)
| Distinct | 362 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.195643 |
| Minimum | 36.3 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 36.3 |
|---|---|
| 5-th percentile | 51.385 |
| Q1 | 63.025 |
| median | 72 |
| Q3 | 75.6 |
| 95-th percentile | 82 |
| Maximum | 89 |
| Range | 52.7 |
| Interquartile range (IQR) | 12.575 |
Descriptive statistics
| Standard deviation | 9.5366541 |
|---|---|
| Coefficient of variation (CV) | 0.1378216 |
| Kurtosis | -0.24391734 |
| Mean | 69.195643 |
| Median Absolute Deviation (MAD) | 5.8 |
| Skewness | -0.63545466 |
| Sum | 203296.8 |
| Variance | 90.947771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 73 | 45 | 1.5% |
| 75 | 33 | 1.1% |
| 78 | 31 | 1.1% |
| 73.6 | 28 | 1.0% |
| 73.9 | 25 | 0.9% |
| 76 | 25 | 0.9% |
| 81 | 25 | 0.9% |
| 74.5 | 24 | 0.8% |
| 74.7 | 24 | 0.8% |
| 73.5 | 23 | 0.8% |
| Other values (352) | 2655 |
| Value | Count | Frequency (%) |
| 36.3 | 1 | |
| 39 | 1 | |
| 41 | 1 | |
| 41.5 | 1 | |
| 42.3 | 1 | |
| 43.1 | 1 | |
| 43.3 | 1 | |
| 43.5 | 1 | |
| 43.8 | 1 | |
| 44 | 1 |
| Value | Count | Frequency (%) |
| 89 | 11 | |
| 88 | 10 | |
| 87 | 9 | |
| 86 | 15 | |
| 85 | 12 | |
| 84 | 11 | |
| 83.7 | 1 | < 0.1% |
| 83.5 | 2 | 0.1% |
| 83.4 | 1 | < 0.1% |
| 83.3 | 1 | < 0.1% |
lt5_Deaths
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 252 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.035739 |
| Minimum | 0 |
|---|---|
| Maximum | 2500 |
| Zeros | 785 |
| Zeros (%) | 26.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 28 |
| 95-th percentile | 138 |
| Maximum | 2500 |
| Range | 2500 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 160.44555 |
|---|---|
| Coefficient of variation (CV) | 3.8168842 |
| Kurtosis | 109.7528 |
| Mean | 42.035739 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 9.4950647 |
| Sum | 123501 |
| Variance | 25742.774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 785 | |
| 1 | 361 | 12.3% |
| 2 | 163 | 5.5% |
| 4 | 161 | 5.5% |
| 3 | 129 | 4.4% |
| 12 | 53 | 1.8% |
| 8 | 49 | 1.7% |
| 6 | 48 | 1.6% |
| 10 | 47 | 1.6% |
| 5 | 44 | 1.5% |
| Other values (242) | 1098 |
| Value | Count | Frequency (%) |
| 0 | 785 | |
| 1 | 361 | |
| 2 | 163 | 5.5% |
| 3 | 129 | 4.4% |
| 4 | 161 | 5.5% |
| 5 | 44 | 1.5% |
| 6 | 48 | 1.6% |
| 7 | 30 | 1.0% |
| 8 | 49 | 1.7% |
| 9 | 40 | 1.4% |
| Value | Count | Frequency (%) |
| 2500 | 1 | |
| 2400 | 1 | |
| 2300 | 1 | |
| 2200 | 1 | |
| 2100 | 1 | |
| 2000 | 2 | |
| 1900 | 1 | |
| 1800 | 1 | |
| 1700 | 1 | |
| 1600 | 1 |
Measles
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 958 |
|---|---|
| Distinct (%) | 32.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2419.5922 |
| Minimum | 0 |
|---|---|
| Maximum | 212183 |
| Zeros | 983 |
| Zeros (%) | 33.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17 |
| Q3 | 360.25 |
| 95-th percentile | 9985.55 |
| Maximum | 212183 |
| Range | 212183 |
| Interquartile range (IQR) | 360.25 |
Descriptive statistics
| Standard deviation | 11467.272 |
|---|---|
| Coefficient of variation (CV) | 4.7393409 |
| Kurtosis | 114.8599 |
| Mean | 2419.5922 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 9.4413319 |
| Sum | 7108762 |
| Variance | 1.3149834 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 983 | |
| 1 | 104 | 3.5% |
| 2 | 68 | 2.3% |
| 3 | 44 | 1.5% |
| 4 | 33 | 1.1% |
| 6 | 29 | 1.0% |
| 7 | 28 | 1.0% |
| 5 | 25 | 0.9% |
| 8 | 24 | 0.8% |
| 9 | 22 | 0.7% |
| Other values (948) | 1578 |
| Value | Count | Frequency (%) |
| 0 | 983 | |
| 1 | 104 | 3.5% |
| 2 | 68 | 2.3% |
| 3 | 44 | 1.5% |
| 4 | 33 | 1.1% |
| 5 | 25 | 0.9% |
| 6 | 29 | 1.0% |
| 7 | 28 | 1.0% |
| 8 | 24 | 0.8% |
| 9 | 22 | 0.7% |
| Value | Count | Frequency (%) |
| 212183 | 1 | |
| 182485 | 1 | |
| 168107 | 1 | |
| 141258 | 1 | |
| 133802 | 1 | |
| 131441 | 1 | |
| 124219 | 1 | |
| 118712 | 1 | |
| 110927 | 1 | |
| 109023 | 1 |
Percent_Expenditure
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2328 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 738.2513 |
| Minimum | 0 |
|---|---|
| Maximum | 19479.912 |
| Zeros | 611 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6853426 |
| median | 64.912906 |
| Q3 | 441.53414 |
| 95-th percentile | 4506.6385 |
| Maximum | 19479.912 |
| Range | 19479.912 |
| Interquartile range (IQR) | 436.8488 |
Descriptive statistics
| Standard deviation | 1987.9149 |
|---|---|
| Coefficient of variation (CV) | 2.6927347 |
| Kurtosis | 26.573387 |
| Mean | 738.2513 |
| Median Absolute Deviation (MAD) | 64.912906 |
| Skewness | 4.6520513 |
| Sum | 2168982.3 |
| Variance | 3951805.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 611 | 20.8% |
| 71.27962362 | 1 | < 0.1% |
| 3.304039899 | 1 | < 0.1% |
| 218.5716179 | 1 | < 0.1% |
| 36.81621175 | 1 | < 0.1% |
| 2.542436908 | 1 | < 0.1% |
| 2.092343893 | 1 | < 0.1% |
| 22.35595448 | 1 | < 0.1% |
| 15.25518816 | 1 | < 0.1% |
| 31.50243237 | 1 | < 0.1% |
| Other values (2318) | 2318 |
| Value | Count | Frequency (%) |
| 0 | 611 | |
| 0.09987219 | 1 | < 0.1% |
| 0.108055973 | 1 | < 0.1% |
| 0.27564826 | 1 | < 0.1% |
| 0.328418056 | 1 | < 0.1% |
| 0.358651421 | 1 | < 0.1% |
| 0.388253772 | 1 | < 0.1% |
| 0.397228764 | 1 | < 0.1% |
| 0.442802404 | 1 | < 0.1% |
| 0.5305728 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19479.91161 | 1 | |
| 19099.04506 | 1 | |
| 18961.3486 | 1 | |
| 18822.86732 | 1 | |
| 18379.32974 | 1 | |
| 17028.52798 | 1 | |
| 16255.16198 | 1 | |
| 15515.75234 | 1 | |
| 15345.4907 | 1 | |
| 15268.06445 | 1 |
Polio
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.307692 |
| Minimum | 3 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 77 |
| median | 93 |
| Q3 | 97 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 96 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 23.636677 |
|---|---|
| Coefficient of variation (CV) | 0.28717458 |
| Kurtosis | 3.6137881 |
| Mean | 82.307692 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -2.0664036 |
| Sum | 241820 |
| Variance | 558.69249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 376 | 12.8% |
| 98 | 255 | 8.7% |
| 96 | 207 | 7.0% |
| 97 | 205 | 7.0% |
| 95 | 180 | 6.1% |
| 94 | 159 | 5.4% |
| 93 | 120 | 4.1% |
| 92 | 96 | 3.3% |
| 91 | 88 | 3.0% |
| 9 | 77 | 2.6% |
| Other values (63) | 1175 |
| Value | Count | Frequency (%) |
| 3 | 7 | 0.2% |
| 4 | 11 | 0.4% |
| 5 | 8 | 0.3% |
| 6 | 11 | 0.4% |
| 7 | 24 | 0.8% |
| 8 | 40 | |
| 9 | 77 | |
| 17 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 99 | 376 | |
| 98 | 255 | |
| 97 | 205 | |
| 96 | 207 | |
| 95 | 180 | |
| 94 | 159 | |
| 93 | 120 | 4.1% |
| 92 | 96 | 3.3% |
| 91 | 88 | 3.0% |
| 89 | 56 | 1.9% |
Population
Real number (ℝ)
| Distinct | 2278 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13168705 |
| Minimum | 34 |
|---|---|
| Maximum | 1.2938593 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 8446 |
| Q1 | 136425.5 |
| median | 1289898 |
| Q3 | 7394105.5 |
| 95-th percentile | 49175848 |
| Maximum | 1.2938593 × 109 |
| Range | 1.2938593 × 109 |
| Interquartile range (IQR) | 7257680 |
Descriptive statistics
| Standard deviation | 56299844 |
|---|---|
| Coefficient of variation (CV) | 4.2752757 |
| Kurtosis | 319.83093 |
| Mean | 13168705 |
| Median Absolute Deviation (MAD) | 1271335 |
| Skewness | 15.921272 |
| Sum | 3.8689655 × 1010 |
| Variance | 3.1696724 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49175848 | 65 | 2.2% |
| 8446 | 49 | 1.7% |
| 1289898 | 49 | 1.7% |
| 18563 | 49 | 1.7% |
| 943286 | 49 | 1.7% |
| 82573 | 34 | 1.2% |
| 8486 | 33 | 1.1% |
| 4564297 | 33 | 1.1% |
| 11719673 | 18 | 0.6% |
| 542357 | 18 | 0.6% |
| Other values (2268) | 2541 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 36 | 1 | |
| 41 | 1 | |
| 43 | 1 | |
| 123 | 1 | |
| 135 | 1 | |
| 146 | 1 | |
| 286 | 1 | |
| 292 | 2 | |
| 297 | 1 |
| Value | Count | Frequency (%) |
| 1293859294 | 1 | |
| 1179681239 | 1 | |
| 1161977719 | 1 | |
| 1144118674 | 1 | |
| 1126135777 | 1 | |
| 258162113 | 1 | |
| 255131116 | 1 | |
| 248883232 | 1 | |
| 242524123 | 1 | |
| 236159276 | 1 |
Thinness_1-19y
Real number (ℝ)
| Distinct | 200 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9559564 |
| Minimum | 0.1 |
|---|---|
| Maximum | 27.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 1.6 |
| median | 3.4 |
| Q3 | 7.3 |
| 95-th percentile | 14.7 |
| Maximum | 27.7 |
| Range | 27.6 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 4.5414034 |
|---|---|
| Coefficient of variation (CV) | 0.91635257 |
| Kurtosis | 3.3866731 |
| Mean | 4.9559564 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 1.6364319 |
| Sum | 14560.6 |
| Variance | 20.624345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 74 | 2.5% |
| 1.9 | 65 | 2.2% |
| 0.8 | 64 | 2.2% |
| 0.7 | 63 | 2.1% |
| 1.2 | 62 | 2.1% |
| 2.1 | 61 | 2.1% |
| 1.5 | 60 | 2.0% |
| 2.2 | 58 | 2.0% |
| 2 | 57 | 1.9% |
| 0.9 | 57 | 1.9% |
| Other values (190) | 2317 |
| Value | Count | Frequency (%) |
| 0.1 | 28 | 1.0% |
| 0.2 | 41 | |
| 0.3 | 33 | |
| 0.4 | 5 | 0.2% |
| 0.5 | 35 | |
| 0.6 | 41 | |
| 0.7 | 63 | |
| 0.8 | 64 | |
| 0.9 | 57 | |
| 1 | 74 |
| Value | Count | Frequency (%) |
| 27.7 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 27.4 | 1 | < 0.1% |
| 27.3 | 1 | < 0.1% |
| 27.2 | 2 | |
| 27.1 | 2 | |
| 27 | 3 | |
| 26.9 | 2 | |
| 26.8 | 2 | |
| 26.7 | 1 | < 0.1% |
Thinness_5-9y
Real number (ℝ)
| Distinct | 207 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0025528 |
| Minimum | 0.1 |
|---|---|
| Maximum | 28.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.6 |
| median | 3.4 |
| Q3 | 7.3 |
| 95-th percentile | 15.015 |
| Maximum | 28.6 |
| Range | 28.5 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 4.6701535 |
|---|---|
| Coefficient of variation (CV) | 0.93355408 |
| Kurtosis | 3.7376175 |
| Mean | 5.0025528 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 1.713845 |
| Sum | 14697.5 |
| Variance | 21.810334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9 | 69 | 2.3% |
| 1.1 | 67 | 2.3% |
| 0.5 | 63 | 2.1% |
| 1.9 | 63 | 2.1% |
| 1 | 62 | 2.1% |
| 2.1 | 61 | 2.1% |
| 1.3 | 59 | 2.0% |
| 1.5 | 57 | 1.9% |
| 1.7 | 55 | 1.9% |
| 0.6 | 54 | 1.8% |
| Other values (197) | 2328 |
| Value | Count | Frequency (%) |
| 0.1 | 37 | |
| 0.2 | 46 | |
| 0.3 | 26 | 0.9% |
| 0.4 | 17 | 0.6% |
| 0.5 | 63 | |
| 0.6 | 54 | |
| 0.7 | 46 | |
| 0.8 | 36 | |
| 0.9 | 69 | |
| 1 | 62 |
| Value | Count | Frequency (%) |
| 28.6 | 1 | |
| 28.5 | 1 | |
| 28.4 | 1 | |
| 28.3 | 1 | |
| 28.2 | 1 | |
| 28.1 | 1 | |
| 28 | 2 | |
| 27.9 | 1 | |
| 27.8 | 2 | |
| 27.7 | 1 |
Total_Expenditure
Real number (ℝ)
| Distinct | 818 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.905211 |
| Minimum | 0.37 |
|---|---|
| Maximum | 17.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0.37 |
|---|---|
| 5-th percentile | 1.9685 |
| Q1 | 4.26 |
| median | 5.71 |
| Q3 | 7.44 |
| 95-th percentile | 9.7415 |
| Maximum | 17.6 |
| Range | 17.23 |
| Interquartile range (IQR) | 3.18 |
Descriptive statistics
| Standard deviation | 2.48462 |
|---|---|
| Coefficient of variation (CV) | 0.42075041 |
| Kurtosis | 1.3511628 |
| Mean | 5.905211 |
| Median Absolute Deviation (MAD) | 1.55 |
| Skewness | 0.67536079 |
| Sum | 17349.51 |
| Variance | 6.1733364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.56 | 24 | 0.8% |
| 6.31 | 23 | 0.8% |
| 4.6 | 16 | 0.5% |
| 6.7 | 15 | 0.5% |
| 2.77 | 15 | 0.5% |
| 5.6 | 12 | 0.4% |
| 3.4 | 12 | 0.4% |
| 5.9 | 11 | 0.4% |
| 4.36 | 11 | 0.4% |
| 5.25 | 11 | 0.4% |
| Other values (808) | 2788 |
| Value | Count | Frequency (%) |
| 0.37 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 1.1 | 3 | |
| 1.12 | 3 | |
| 1.15 | 2 | |
| 1.17 | 2 | |
| 1.18 | 3 |
| Value | Count | Frequency (%) |
| 17.6 | 1 | |
| 17.24 | 2 | |
| 17.2 | 2 | |
| 17.14 | 1 | |
| 17 | 1 | |
| 16.9 | 1 | |
| 16.61 | 2 | |
| 16.2 | 1 | |
| 15.6 | 1 | |
| 15.57 | 1 |
Unnamed: 0
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 2938 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1468.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2937 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 146.85 |
| Q1 | 734.25 |
| median | 1468.5 |
| Q3 | 2202.75 |
| 95-th percentile | 2790.15 |
| Maximum | 2937 |
| Range | 2937 |
| Interquartile range (IQR) | 1468.5 |
Descriptive statistics
| Standard deviation | 848.27187 |
|---|---|
| Coefficient of variation (CV) | 0.57764513 |
| Kurtosis | -1.2 |
| Mean | 1468.5 |
| Median Absolute Deviation (MAD) | 734.5 |
| Skewness | 0 |
| Sum | 4314453 |
| Variance | 719565.17 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1951 | 1 | < 0.1% |
| 1953 | 1 | < 0.1% |
| 1954 | 1 | < 0.1% |
| 1955 | 1 | < 0.1% |
| 1956 | 1 | < 0.1% |
| 1957 | 1 | < 0.1% |
| 1958 | 1 | < 0.1% |
| 1959 | 1 | < 0.1% |
| 1960 | 1 | < 0.1% |
| Other values (2928) | 2928 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 2937 | 1 | |
| 2936 | 1 | |
| 2935 | 1 | |
| 2934 | 1 | |
| 2933 | 1 | |
| 2932 | 1 | |
| 2931 | 1 | |
| 2930 | 1 | |
| 2929 | 1 | |
| 2928 | 1 |
Year
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.5187 |
| Minimum | 2000 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.1 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 2004 |
| median | 2008 |
| Q3 | 2012 |
| 95-th percentile | 2015 |
| Maximum | 2015 |
| Range | 15 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.6138409 |
|---|---|
| Coefficient of variation (CV) | 0.0022982804 |
| Kurtosis | -1.2137217 |
| Mean | 2007.5187 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.0064090274 |
| Sum | 5898090 |
| Variance | 21.287528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 193 | 6.6% |
| 2015 | 183 | 6.2% |
| 2014 | 183 | 6.2% |
| 2012 | 183 | 6.2% |
| 2011 | 183 | 6.2% |
| 2010 | 183 | 6.2% |
| 2009 | 183 | 6.2% |
| 2008 | 183 | 6.2% |
| 2007 | 183 | 6.2% |
| 2006 | 183 | 6.2% |
| Other values (6) | 1098 |
| Value | Count | Frequency (%) |
| 2000 | 183 | |
| 2001 | 183 | |
| 2002 | 183 | |
| 2003 | 183 | |
| 2004 | 183 | |
| 2005 | 183 | |
| 2006 | 183 | |
| 2007 | 183 | |
| 2008 | 183 | |
| 2009 | 183 |
| Value | Count | Frequency (%) |
| 2015 | 183 | |
| 2014 | 183 | |
| 2013 | 193 | |
| 2012 | 183 | |
| 2011 | 183 | |
| 2010 | 183 | |
| 2009 | 183 | |
| 2008 | 183 | |
| 2007 | 183 | |
| 2006 | 183 |
| Adult_Mortality | Alcohol | BMI | Diphtheria | Education | GDP | HepB | HIV/AIDS | Income_Composition | Infant_Deaths | Life_Expectancy | lt5_Deaths | Measles | Percent_Expenditure | Polio | Population | Thinness_1-19y | Thinness_5-9y | Total_Expenditure | Unnamed: 0 | Year | Dev_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Adult_Mortality | 1.000 | -0.200 | -0.401 | -0.329 | -0.489 | -0.346 | -0.219 | 0.521 | -0.533 | 0.390 | -0.648 | 0.403 | 0.146 | -0.297 | -0.320 | 0.022 | 0.399 | 0.413 | -0.175 | 0.027 | -0.053 | 0.364 |
| Alcohol | -0.200 | 1.000 | 0.294 | 0.263 | 0.501 | 0.381 | 0.108 | -0.184 | 0.494 | -0.361 | 0.416 | -0.360 | -0.195 | 0.263 | 0.253 | 0.015 | -0.434 | -0.427 | 0.332 | -0.048 | -0.092 | 0.631 |
| BMI | -0.401 | 0.294 | 1.000 | 0.342 | 0.599 | 0.386 | 0.266 | -0.524 | 0.584 | -0.489 | 0.585 | -0.501 | -0.276 | 0.282 | 0.332 | -0.019 | -0.574 | -0.584 | 0.251 | 0.002 | 0.147 | 0.459 |
| Diphtheria | -0.329 | 0.263 | 0.342 | 1.000 | 0.532 | 0.338 | 0.746 | -0.470 | 0.516 | -0.423 | 0.541 | -0.426 | -0.253 | 0.227 | 0.921 | -0.053 | -0.246 | -0.254 | 0.153 | -0.009 | 0.139 | 0.315 |
| Education | -0.489 | 0.501 | 0.599 | 0.532 | 1.000 | 0.604 | 0.382 | -0.614 | 0.881 | -0.595 | 0.791 | -0.606 | -0.288 | 0.466 | 0.529 | -0.018 | -0.571 | -0.572 | 0.267 | -0.043 | 0.186 | 0.602 |
| GDP | -0.346 | 0.381 | 0.386 | 0.338 | 0.604 | 1.000 | 0.229 | -0.433 | 0.661 | -0.417 | 0.567 | -0.422 | -0.169 | 0.575 | 0.348 | -0.015 | -0.381 | -0.388 | 0.127 | -0.049 | 0.148 | 0.429 |
| HepB | -0.219 | 0.108 | 0.266 | 0.746 | 0.382 | 0.229 | 1.000 | -0.372 | 0.354 | -0.336 | 0.363 | -0.338 | -0.259 | 0.113 | 0.719 | -0.067 | -0.116 | -0.126 | 0.104 | -0.009 | 0.229 | 0.228 |
| HIV/AIDS | 0.521 | -0.184 | -0.524 | -0.470 | -0.614 | -0.433 | -0.372 | 1.000 | -0.631 | 0.487 | -0.749 | 0.512 | 0.204 | -0.255 | -0.483 | 0.064 | 0.483 | 0.471 | -0.143 | 0.008 | -0.056 | 0.126 |
| Income_Composition | -0.533 | 0.494 | 0.584 | 0.516 | 0.881 | 0.661 | 0.354 | -0.631 | 1.000 | -0.541 | 0.835 | -0.552 | -0.203 | 0.416 | 0.522 | 0.034 | -0.574 | -0.575 | 0.221 | -0.022 | 0.185 | 0.686 |
| Infant_Deaths | 0.390 | -0.361 | -0.489 | -0.423 | -0.595 | -0.417 | -0.336 | 0.487 | -0.541 | 1.000 | -0.594 | 0.993 | 0.573 | -0.361 | -0.426 | 0.318 | 0.466 | 0.480 | -0.214 | 0.040 | -0.052 | 0.065 |
| Life_Expectancy | -0.648 | 0.416 | 0.585 | 0.541 | 0.791 | 0.567 | 0.363 | -0.749 | 0.835 | -0.594 | 1.000 | -0.612 | -0.277 | 0.429 | 0.531 | -0.015 | -0.610 | -0.620 | 0.281 | -0.029 | 0.153 | 0.627 |
| lt5_Deaths | 0.403 | -0.360 | -0.501 | -0.426 | -0.606 | -0.422 | -0.338 | 0.512 | -0.552 | 0.993 | -0.612 | 1.000 | 0.574 | -0.362 | -0.430 | 0.311 | 0.474 | 0.487 | -0.220 | 0.031 | -0.052 | 0.060 |
| Measles | 0.146 | -0.195 | -0.276 | -0.253 | -0.288 | -0.169 | -0.259 | 0.204 | -0.203 | 0.573 | -0.277 | 0.574 | 1.000 | -0.153 | -0.255 | 0.245 | 0.312 | 0.325 | -0.175 | 0.058 | -0.095 | 0.022 |
| Percent_Expenditure | -0.297 | 0.263 | 0.282 | 0.227 | 0.466 | 0.575 | 0.113 | -0.255 | 0.416 | -0.361 | 0.429 | -0.362 | -0.153 | 1.000 | 0.213 | 0.008 | -0.307 | -0.309 | 0.161 | -0.101 | -0.050 | 0.448 |
| Polio | -0.320 | 0.253 | 0.332 | 0.921 | 0.529 | 0.348 | 0.719 | -0.483 | 0.522 | -0.426 | 0.531 | -0.430 | -0.255 | 0.213 | 1.000 | -0.068 | -0.233 | -0.243 | 0.147 | -0.010 | 0.116 | 0.306 |
| Population | 0.022 | 0.015 | -0.019 | -0.053 | -0.018 | -0.015 | -0.067 | 0.064 | 0.034 | 0.318 | -0.015 | 0.311 | 0.245 | 0.008 | -0.068 | 1.000 | -0.007 | 0.002 | -0.021 | 0.017 | 0.032 | 0.067 |
| Thinness_1-19y | 0.399 | -0.434 | -0.574 | -0.246 | -0.571 | -0.381 | -0.116 | 0.483 | -0.574 | 0.466 | -0.610 | 0.474 | 0.312 | -0.307 | -0.233 | -0.007 | 1.000 | 0.949 | -0.343 | 0.026 | -0.041 | 0.464 |
| Thinness_5-9y | 0.413 | -0.427 | -0.584 | -0.254 | -0.572 | -0.388 | -0.126 | 0.471 | -0.575 | 0.480 | -0.620 | 0.487 | 0.325 | -0.309 | -0.243 | 0.002 | 0.949 | 1.000 | -0.357 | 0.041 | -0.040 | 0.467 |
| Total_Expenditure | -0.175 | 0.332 | 0.251 | 0.153 | 0.267 | 0.127 | 0.104 | -0.143 | 0.221 | -0.214 | 0.281 | -0.220 | -0.175 | 0.161 | 0.147 | -0.021 | -0.343 | -0.357 | 1.000 | 0.015 | 0.061 | 0.404 |
| Unnamed: 0 | 0.027 | -0.048 | 0.002 | -0.009 | -0.043 | -0.049 | -0.009 | 0.008 | -0.022 | 0.040 | -0.029 | 0.031 | 0.058 | -0.101 | -0.010 | 0.017 | 0.026 | 0.041 | 0.015 | 1.000 | -0.004 | 0.148 |
| Year | -0.053 | -0.092 | 0.147 | 0.139 | 0.186 | 0.148 | 0.229 | -0.056 | 0.185 | -0.052 | 0.153 | -0.052 | -0.095 | -0.050 | 0.116 | 0.032 | -0.041 | -0.040 | 0.061 | -0.004 | 1.000 | 0.000 |
| Dev_Status | 0.364 | 0.631 | 0.459 | 0.315 | 0.602 | 0.429 | 0.228 | 0.126 | 0.686 | 0.065 | 0.627 | 0.060 | 0.022 | 0.448 | 0.306 | 0.067 | 0.464 | 0.467 | 0.404 | 0.148 | 0.000 | 1.000 |
| Unnamed: 0 | Country | Year | Dev_Status | Life_Expectancy | Adult_Mortality | Infant_Deaths | Alcohol | Percent_Expenditure | HepB | Measles | BMI | lt5_Deaths | Polio | Total_Expenditure | Diphtheria | HIV/AIDS | GDP | Population | Thinness_1-19y | Thinness_5-9y | Income_Composition | Education | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Afghanistan | 2015 | Developing | 65.0 | 263.0 | 62 | 0.01 | 71.279624 | 65.0 | 1154 | 19.1 | 83 | 6.0 | 8.16 | 65.0 | 0.1 | 584.259210 | 33736494.0 | 17.2 | 17.3 | 0.479 | 10.1 |
| 1 | 1 | Afghanistan | 2014 | Developing | 59.9 | 271.0 | 64 | 0.01 | 73.523582 | 62.0 | 492 | 18.6 | 86 | 58.0 | 8.18 | 62.0 | 0.1 | 612.696514 | 327582.0 | 17.5 | 17.5 | 0.476 | 10.0 |
| 2 | 2 | Afghanistan | 2013 | Developing | 59.9 | 268.0 | 66 | 0.01 | 73.219243 | 64.0 | 430 | 18.1 | 89 | 62.0 | 8.13 | 64.0 | 0.1 | 631.744976 | 31731688.0 | 17.7 | 17.7 | 0.470 | 9.9 |
| 3 | 3 | Afghanistan | 2012 | Developing | 59.5 | 272.0 | 69 | 0.01 | 78.184215 | 67.0 | 2787 | 17.6 | 93 | 67.0 | 8.52 | 67.0 | 0.1 | 669.959000 | 3696958.0 | 17.9 | 18.0 | 0.463 | 9.8 |
| 4 | 4 | Afghanistan | 2011 | Developing | 59.2 | 275.0 | 71 | 0.01 | 7.097109 | 68.0 | 3013 | 17.2 | 97 | 68.0 | 7.87 | 68.0 | 0.1 | 63.537231 | 2978599.0 | 18.2 | 18.2 | 0.454 | 9.5 |
| 5 | 5 | Afghanistan | 2010 | Developing | 58.8 | 279.0 | 74 | 0.01 | 79.679367 | 66.0 | 1989 | 16.7 | 102 | 66.0 | 9.20 | 66.0 | 0.1 | 553.328940 | 2883167.0 | 18.4 | 18.4 | 0.448 | 9.2 |
| 6 | 6 | Afghanistan | 2009 | Developing | 58.6 | 281.0 | 77 | 0.01 | 56.762217 | 63.0 | 2861 | 16.2 | 106 | 63.0 | 9.42 | 63.0 | 0.1 | 445.893298 | 284331.0 | 18.6 | 18.7 | 0.434 | 8.9 |
| 7 | 7 | Afghanistan | 2008 | Developing | 58.1 | 287.0 | 80 | 0.03 | 25.873925 | 64.0 | 1599 | 15.7 | 110 | 64.0 | 8.33 | 64.0 | 0.1 | 373.361116 | 2729431.0 | 18.8 | 18.9 | 0.433 | 8.7 |
| 8 | 8 | Afghanistan | 2007 | Developing | 57.5 | 295.0 | 82 | 0.02 | 10.910156 | 63.0 | 1141 | 15.2 | 113 | 63.0 | 6.73 | 63.0 | 0.1 | 369.835796 | 26616792.0 | 19.0 | 19.1 | 0.415 | 8.4 |
| 9 | 9 | Afghanistan | 2006 | Developing | 57.3 | 295.0 | 84 | 0.03 | 17.171518 | 64.0 | 1990 | 14.7 | 116 | 58.0 | 7.43 | 58.0 | 0.1 | 272.563770 | 2589345.0 | 19.2 | 19.3 | 0.405 | 8.1 |
| Unnamed: 0 | Country | Year | Dev_Status | Life_Expectancy | Adult_Mortality | Infant_Deaths | Alcohol | Percent_Expenditure | HepB | Measles | BMI | lt5_Deaths | Polio | Total_Expenditure | Diphtheria | HIV/AIDS | GDP | Population | Thinness_1-19y | Thinness_5-9y | Income_Composition | Education | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2928 | 2928 | Zimbabwe | 2009 | Developing | 50.0 | 587.0 | 30 | 4.64 | 1.040021 | 73.0 | 853 | 29.0 | 45 | 69.0 | 6.26 | 73.0 | 18.1 | 65.824121 | 1381599.0 | 7.5 | 7.4 | 0.419 | 9.9 |
| 2929 | 2929 | Zimbabwe | 2008 | Developing | 48.2 | 632.0 | 30 | 3.56 | 20.843429 | 75.0 | 0 | 28.6 | 46 | 75.0 | 4.96 | 75.0 | 20.5 | 325.678573 | 13558469.0 | 7.8 | 7.8 | 0.421 | 9.7 |
| 2930 | 2930 | Zimbabwe | 2007 | Developing | 46.6 | 67.0 | 29 | 3.88 | 29.814566 | 72.0 | 242 | 28.2 | 46 | 73.0 | 4.47 | 73.0 | 23.7 | 396.998217 | 1332999.0 | 8.2 | 8.2 | 0.414 | 9.6 |
| 2931 | 2931 | Zimbabwe | 2006 | Developing | 45.4 | 7.0 | 28 | 4.57 | 34.262169 | 68.0 | 212 | 27.9 | 45 | 71.0 | 5.12 | 7.0 | 26.8 | 414.796232 | 13124267.0 | 8.6 | 8.6 | 0.408 | 9.5 |
| 2932 | 2932 | Zimbabwe | 2005 | Developing | 44.6 | 717.0 | 28 | 4.14 | 8.717409 | 65.0 | 420 | 27.5 | 43 | 69.0 | 6.44 | 68.0 | 30.3 | 444.765750 | 129432.0 | 9.0 | 9.0 | 0.406 | 9.3 |
| 2933 | 2933 | Zimbabwe | 2004 | Developing | 44.3 | 723.0 | 27 | 4.36 | 0.000000 | 68.0 | 31 | 27.1 | 42 | 67.0 | 7.13 | 65.0 | 33.6 | 454.366654 | 12777511.0 | 9.4 | 9.4 | 0.407 | 9.2 |
| 2934 | 2934 | Zimbabwe | 2003 | Developing | 44.5 | 715.0 | 26 | 4.06 | 0.000000 | 7.0 | 998 | 26.7 | 41 | 7.0 | 6.52 | 68.0 | 36.7 | 453.351155 | 12633897.0 | 9.8 | 9.9 | 0.418 | 9.5 |
| 2935 | 2935 | Zimbabwe | 2002 | Developing | 44.8 | 73.0 | 25 | 4.43 | 0.000000 | 73.0 | 304 | 26.3 | 40 | 73.0 | 6.53 | 71.0 | 39.8 | 57.348340 | 125525.0 | 1.2 | 1.3 | 0.427 | 10.0 |
| 2936 | 2936 | Zimbabwe | 2001 | Developing | 45.3 | 686.0 | 25 | 1.72 | 0.000000 | 76.0 | 529 | 25.9 | 39 | 76.0 | 6.16 | 75.0 | 42.1 | 548.587312 | 12366165.0 | 1.6 | 1.7 | 0.427 | 9.8 |
| 2937 | 2937 | Zimbabwe | 2000 | Developing | 46.0 | 665.0 | 24 | 1.68 | 0.000000 | 79.0 | 1483 | 25.5 | 39 | 78.0 | 7.10 | 78.0 | 43.5 | 547.358878 | 12222251.0 | 11.0 | 11.2 | 0.434 | 9.8 |